Pytorch wrapper & Documentation update

.github/ISSUE_TEMPLATE/bug_report.yml

@@ -0,0 +1,86 @@
+name: Bug Report
+description: Create a report to help us improve
+title: "[Bug]: - Your issue"
+labels: ["bug", "triage"]
+
+body:
+- type: markdown
+  attributes:
+    value: |
+      Thanks for taking the time to fill out this bug report!
+- type: dropdown
+  id: module
+  attributes:
+    label: Module
+    description: Select the modules to which the bug refers.
+    options:
+      - Attributions Methods
+      - Feature Visualization
+      - Concepts
+      - Metrics 
+      - Documentation
+  validations:
+    required: false
+- type: input
+  id: contact
+  attributes:
+    label: Contact Details
+    description: How can we get in touch with you if we need more info?
+    placeholder: ex. email@example.com
+  validations:
+    required: false
+- type: textarea
+  attributes:
+    label: Current Behavior
+    description: A clear and concise description of what the bug is.
+    placeholder: Tell us what you see!
+    value: "A bug happened!"
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Expected Behavior
+    description: A concise description of what you expected to happen.
+  validations:
+    required: true
+- type: dropdown
+  id: version
+  attributes:
+    label: Version
+    description: What version of Xplique are you running?
+    options:
+       - v1.1.0
+       - v1.0.0
+       - v0.4.3
+       - v0.2-alpha
+       - v0.1-alpha
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Environment
+    description: |
+      examples:
+        - **OS**: linux
+        - **Python version**: 3.7
+        - **Packages used version**: Tensorflow, Numpy, scikit-learn, etc..
+    value: |
+        - OS:
+        - Python version:
+        - Tensorflow version:
+        - Packages used version:
+    render: markdown
+  validations:
+    required: false
+- type: textarea
+  id: logs
+  attributes:
+    label: Relevant log output
+    description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
+    render: shell
+- type: textarea
+  attributes:
+    label: To Reproduce
+    description: Steps to reproduce the behavior. Even better if you can provide a **minimal** working example to reproduce the behavior or exemple of code to reproduce the bug.
+  validations:
+    required: true

.github/ISSUE_TEMPLATE/feature_request.yml

@@ -0,0 +1,85 @@
+name: Feature Request
+description: Propose new features / Suggest an idea, modification for this project
+title: "[Feature Request]: - Your request"
+labels: ["enhancement", "new features"]
+
+body:
+- type: markdown
+  attributes:
+    value: |
+      Thanks for taking the time to fill out this request!
+- type: dropdown
+  id: module
+  attributes:
+    label: Request
+    description: Select the kind of request.
+    options:
+      - New feature(s)
+      - Enhance existing feature(s)
+      - New idea
+  validations:
+    required: true
+- type: dropdown
+  id: module
+  attributes:
+    label: Module
+    description: Select the modules to which the request refers.
+    options:
+      - Attributions Methods
+      - Feature Visualization
+      - Concepts
+      - Metrics 
+      - Documentation
+      - Others
+  validations:
+    required: true
+- type: input
+  id: contact
+  attributes:
+    label: Contact Details
+    description: How can we get in touch with you if we need more info?
+    placeholder: ex. email@example.com
+  validations:
+    required: false
+- type: textarea
+  attributes:
+    label: Feature Request
+    description: A clear and concise description of your need.
+    placeholder: Tell us what you want!
+    value: "One million dollar"
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: A minimal example
+    description: A minimal example. This will be automatically formatted into code, so no need for backticks.
+    render: shell
+- type: dropdown
+  id: version
+  attributes:
+    label: Version
+    description: What version of Xplique are you running?
+    options:
+       - v1.1.0
+       - v1.0.0
+       - v0.4.3
+       - v0.2-alpha
+       - v0.1-alpha
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Environment
+    description: |
+      examples:
+        - **OS**: linux
+        - **Python version**: 3.7
+        - **Packages used version**: Tensorflow, Numpy, scikit-learn, etc..
+    value: |
+        - OS:
+        - Python version:
+        - Tensorflow version:
+        - Packages used version:
+    render: markdown
+  validations:
+    required: false

.github/workflows/deploy-docs.yml

@@ -0,0 +1,39 @@
+name: "Build and Publish Latest Release Docs"
+
+on:
+  release:
+    types: [published]
+
+permissions:
+  contents: write
+
+jobs:
+
+  build-and-deploy:
+    runs-on: ubuntu-20.04
+
+    steps:
+      - name: "Checkout"
+        uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+
+      - name: "Set up Python"
+        uses: actions/setup-python@v2
+        with:
+          python-version: '3.x'
+
+      - name: "Install Python dependencies"
+        run: |
+          python -m pip install --upgrade pip
+          pip install mkdocs mkdocs-material numkdoc mike
+
+      - name: "Setup Docs Deploy"
+        run: |
+          git config --global user.name 'github-actions[bot]'
+          git config --global user.email 'github-actions[bot]@users.noreply.github.com'
+
+      - name: "Deploy Github Pages"
+        run: |
+          mike deploy --push --update-aliases ${{ github.event.release.tag_name }} latest
+          mike set-default --push latest

.github/workflows/python-lints.yml

@@ -10,7 +10,7 @@ jobs:
     strategy:
       max-parallel: 4
       matrix:
-        python-version: [3.6, 3.7, 3.8]
+        python-version: [3.7, 3.8, 3.9, "3.10"]
 
     steps:
     - uses: actions/checkout@v1

.github/workflows/python-tests.yml

@@ -1,4 +1,4 @@
-name: tox
+name: tests general
 
 on:
   pull_request:
@@ -10,7 +10,15 @@ jobs:
     strategy:
       max-parallel: 4
       matrix:
-        python-version: [3.6, 3.7, 3.8]
+        include:
+            - python-version: 3.7
+              tf-version: 2.2
+            - python-version: 3.8
+              tf-version: 2.5
+            - python-version: 3.9
+              tf-version: 2.8
+            - python-version: "3.10"
+              tf-version: 2.11
 
     steps:
     - uses: actions/checkout@v1
@@ -22,5 +30,5 @@ jobs:
       run: |
         python -m pip install --upgrade pip
         pip install tox
-    - name: Test with tox
-      run: tox -e py$(echo ${{ matrix.python-version }} | tr -d .)
+    - name: Test with tox (Python ${{ matrix.python-version }} - TF ${{ matrix.tf-version }})
+      run: tox -e py$(echo ${{ matrix.python-version }}-tf${{ matrix.tf-version }} | tr -d .)

.github/workflows/python-torch.yml

@@ -0,0 +1,47 @@
+name: tests for torch
+
+on:
+  pull_request:
+  workflow_dispatch:
+
+jobs:
+  checks:
+    runs-on: ubuntu-20.04
+    strategy:
+      max-parallel: 4
+      matrix:
+        include:
+            - python-version: 3.8
+              tf-version: 2.5
+              torch-version: 1.11
+            - python-version: 3.8
+              tf-version: 2.8
+              torch-version: 1.11
+            - python-version: 3.8
+              tf-version: 2.11
+              torch-version: 1.11
+            - python-version: 3.9
+              tf-version: 2.8
+              torch-version: 1.13
+            - python-version: 3.9
+              tf-version: 2.11
+              torch-version: 1.13
+            - python-version: "3.10"
+              tf-version: 2.8
+              torch-version: 2.0.0
+            - python-version: "3.10"
+              tf-version: 2.11
+              torch-version: 2.0.0
+
+    steps:
+    - uses: actions/checkout@v1
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install tox
+    - name: Test with tox (Python ${{ matrix.python-version }} - TF ${{ matrix.tf-version }} - PyTorch ${{ matrix.torch-version }})
+      run: tox -e py$(echo ${{ matrix.python-version }}-tf${{ matrix.tf-version }}-torch${{matrix.torch-version}} | tr -d .)